Real-time collaborative platform combining human and machine intelligence to converge physical and digital data for solving urban problems for public infrastructure service providers. Scalable citizen-focused social network that aggregates and prioritizes local issues, reduces noisy reports, measures citizen satisfaction, and helps providers prioritize fixes and demonstrate service quality to cities.